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by eigenman 1807 days ago
I'd also add C. T. Kelley's "Iterative Methods for Optimization" for more non convex theory. Nemirovski also has a variety of books and course notes that are available, but I haven't spent as much time with them.

I agree with thxg, there are few undergraduate textbooks that I've liked.